Japanese invasion of Australia during World War II. In early 1942 elements of the Imperial Japanese Navy proposed an invasion of Australia. In December 1941 the Navy proposed including an invasion of Northern Australia. The large air raid on Darwin on 19 February 1942 and the Attack on Broome on 3 March.